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Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations


Jun 22, 2022
Lin Zhao , Haixing Dai , Zihao Wu , Zhenxiang Xiao , Lu Zhang , David Weizhong Liu , Xintao Hu , Xi Jiang , Sheng Li , Dajiang Zhu , Tianming Liu


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Rectify ViT Shortcut Learning by Visual Saliency


Jun 17, 2022
Chong Ma , Lin Zhao , Yuzhong Chen , David Weizhong Liu , Xi Jiang , Tuo Zhang , Xintao Hu , Dinggang Shen , Dajiang Zhu , Tianming Liu

* NeurIPS2022 Under Review 

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Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning


May 25, 2022
Chong Ma , Lin Zhao , Yuzhong Chen , Lu Zhang , Zhenxiang Xiao , Haixing Dai , David Liu , Zihao Wu , Zhengliang Liu , Sheng Wang , Jiaxing Gao , Changhe Li , Xi Jiang , Tuo Zhang , Qian Wang , Dinggang Shen , Dajiang Zhu , Tianming Liu


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Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning


May 20, 2022
Yuzhong Chen , Zhenxiang Xiao , Lin Zhao , Lu Zhang , Haixing Dai , David Weizhong Liu , Zihao Wu , Changhe Li , Tuo Zhang , Changying Li , Dajiang Zhu , Tianming Liu , Xi Jiang

* 11 pages,4 figures, submitted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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A Survey of Visual Sensory Anomaly Detection


Feb 14, 2022
Xi Jiang , Guoyang Xie , Jinbao Wang , Yong Liu , Chengjie Wang , Feng Zheng , Yaochu Jin


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Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images


Nov 09, 2021
Wenju Cui , Caiying Yan , Zhuangzhi Yan , Yunsong Peng , Yilin Leng , Chenlu Liu , Shuangqing Chen , Xi Jiang


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Prediction of liquid fuel properties using machine learning models with Gaussian processes and probabilistic conditional generative learning


Oct 18, 2021
Rodolfo S. M. Freitas , Ágatha P. F. Lima , Cheng Chen , Fernando A. Rochinha , Daniel Mira , Xi Jiang

* 22 pages, 13 figures 

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Automating Internet of Things Network Traffic Collection with Robotic Arm Interactions


Sep 30, 2021
Xi Jiang , Noah Apthorpe

* 8 pages, 5 figures, 2 tables 

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